Paper Citation Record · LEDGER

The (R)evolution of Scientific Workflows in the Agentic AI Era: Towards Autonomous Science

As of 10 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 2 inbound Pith citation observations for arXiv:2509.09915.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2509.09915 v1

Coverage vector

measured 49 of 49 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T18:34:01.599181Z

measured 51 of 51 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-15T13:53:02.803305Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

49 of 49 outbound references displayed

verified exact0
verified fuzzy0
unresolved49
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c333f575-5c44-4d1d-ba7a-daffd2ff64e4 · outbound

This paper cites an unresolved cited work.

The (R)evolution of Scientific Workflows in the Agentic AI Era: Towards Autonomous Science Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T18:33:53.131651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 642cfe27-1964-439b-bdf7-ba06d25e6fd3 · outbound

This paper cites an unresolved cited work.

The (R)evolution of Scientific Workflows in the Agentic AI Era: Towards Autonomous Science Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-04T18:33:53.239789Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a150086-9948-492e-94c5-245b48d388a5 · outbound

This paper cites Crusoe, Nebojša Tijanić, Samuel Lampa, et al.

The (R)evolution of Scientific Workflows in the Agentic AI Era: Towards Autonomous Science Crusoe, Nebojša Tijanić, Samuel Lampa, et al

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-04T18:33:53.335627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b9b5491-344c-4d81-a823-8ced07af3222 · outbound

This paper cites an unresolved cited work.

The (R)evolution of Scientific Workflows in the Agentic AI Era: Towards Autonomous Science Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T18:33:53.473049Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 270c8730-31d4-475d-a1d5-ef3770e31911 · outbound

This paper cites Katz, Ben Clifford, Rohan Kumar, Lukasz Lacinski, Ryan Chard, Justin M.

The (R)evolution of Scientific Workflows in the Agentic AI Era: Towards Autonomous Science Katz, Ben Clifford, Rohan Kumar, Lukasz Lacinski, Ryan Chard, Justin M

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T18:33:53.734691Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa4cf075-9eed-4876-b423-5b399ae7adc8 · outbound

This paper cites an unresolved cited work.

The (R)evolution of Scientific Workflows in the Agentic AI Era: Towards Autonomous Science Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T18:33:53.929673Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5e3f9ea-8e74-4f14-9b1c-e5b7c90b9f4e · outbound

This paper cites an unresolved cited work.

The (R)evolution of Scientific Workflows in the Agentic AI Era: Towards Autonomous Science Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-04T18:33:54.147431Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f280dbf-8395-42d7-993a-05e37077e34f · outbound

This paper cites Uram, Venkat Vishwanath, and Stefan M.

The (R)evolution of Scientific Workflows in the Agentic AI Era: Towards Autonomous Science Uram, Venkat Vishwanath, and Stefan M

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T18:33:54.288813Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5162d2a8-d4e7-44be-8a95-a6ee2b4852ae · outbound

This paper cites an unresolved cited work.

The (R)evolution of Scientific Workflows in the Agentic AI Era: Towards Autonomous Science Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T18:33:54.427947Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22fd6566-e714-46a7-882f-9fd981383331 · outbound

This paper cites AI-coupled HPC Workflow Applications, Middleware and Performance.

The (R)evolution of Scientific Workflows in the Agentic AI Era: Towards Autonomous Science AI-coupled HPC Workflow Applications, Middleware and Performance

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-04T18:33:54.627160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0d017f7-df72-4206-8fcb-2365c3050f03 · outbound

This paper cites an unresolved cited work.

The (R)evolution of Scientific Workflows in the Agentic AI Era: Towards Autonomous Science Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-04T18:33:54.799060Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d37c6e90-5f38-4553-95a6-dba04476adb9 · outbound

This paper cites an unresolved cited work.

The (R)evolution of Scientific Workflows in the Agentic AI Era: Towards Autonomous Science Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-04T18:33:54.927778Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3e744cf-ec86-4f51-8240-32cd0549004d · outbound

This paper cites an unresolved cited work.

The (R)evolution of Scientific Workflows in the Agentic AI Era: Towards Autonomous Science Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-04T18:33:55.082102Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f477ce32-dffb-4d32-ab86-4b3f0542f05d · outbound

This paper cites an unresolved cited work.

The (R)evolution of Scientific Workflows in the Agentic AI Era: Towards Autonomous Science Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-04T18:33:55.230352Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9196d9b4-05f2-4fb3-a19a-1ac68789e4cf · outbound

This paper cites Washburn.

The (R)evolution of Scientific Workflows in the Agentic AI Era: Towards Autonomous Science Washburn

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-04T18:33:55.429360Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 303b1188-35a2-495c-b955-89d45eb2b1e4 · outbound

This paper cites Badia, Deborah Bard, Ian T.

The (R)evolution of Scientific Workflows in the Agentic AI Era: Towards Autonomous Science Badia, Deborah Bard, Ian T

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-04T18:33:55.646961Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a911a4f8-606c-4438-ae42-cbb19558dc0a · outbound

This paper cites an unresolved cited work.

The (R)evolution of Scientific Workflows in the Agentic AI Era: Towards Autonomous Science Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-04T18:33:55.794447Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1056d3fd-a97c-4b4b-9771-aa2601baac41 · outbound

This paper cites an unresolved cited work.

The (R)evolution of Scientific Workflows in the Agentic AI Era: Towards Autonomous Science Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-04T18:33:55.956359Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21c6c386-5650-4dd7-aa98-fc57faf1f44d · outbound

This paper cites 2025.AI Agents in 2025: Expectations vs.

The (R)evolution of Scientific Workflows in the Agentic AI Era: Towards Autonomous Science 2025.AI Agents in 2025: Expectations vs

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-04T18:33:56.215469Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c581f69b-c483-475d-85c8-bbb52f98321d · outbound

This paper cites an unresolved cited work.

The (R)evolution of Scientific Workflows in the Agentic AI Era: Towards Autonomous Science Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-04T18:33:56.376666Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90c5fdec-9b6b-4793-929d-82242b93af67 · outbound

This paper cites an unresolved cited work.

The (R)evolution of Scientific Workflows in the Agentic AI Era: Towards Autonomous Science Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-04T18:33:56.599731Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3fd8d0d5-076f-408b-a319-0050d72ab39e · outbound

This paper cites an unresolved cited work.

The (R)evolution of Scientific Workflows in the Agentic AI Era: Towards Autonomous Science Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-04T18:33:56.741084Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9093269a-7adc-4c5f-b318-aa63ab2c84b8 · outbound

This paper cites an unresolved cited work.

The (R)evolution of Scientific Workflows in the Agentic AI Era: Towards Autonomous Science Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-04T18:33:56.909611Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47f8ca73-bf61-47a6-9cd8-15ee0c9cc5ad · outbound

This paper cites an unresolved cited work.

The (R)evolution of Scientific Workflows in the Agentic AI Era: Towards Autonomous Science Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-04T18:33:57.086438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 197de556-0259-4f00-9eea-4321b90c148c · outbound

This paper cites Exploring the Role of Machine Learning in Scientific Workflows: Opportunities and Challenges.

The (R)evolution of Scientific Workflows in the Agentic AI Era: Towards Autonomous Science Exploring the Role of Machine Learning in Scientific Workflows: Opportunities and Challenges

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-04T18:33:57.231686Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0215177c-98a0-4302-8496-9327da312e9d · outbound

This paper cites 2023.Introducing ChatGPT Enterprise.

The (R)evolution of Scientific Workflows in the Agentic AI Era: Towards Autonomous Science 2023.Introducing ChatGPT Enterprise

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-04T18:33:57.450360Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90c4af0b-22e8-4918-b088-f00c52407492 · outbound

This paper cites an unresolved cited work.

The (R)evolution of Scientific Workflows in the Agentic AI Era: Towards Autonomous Science Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-04T18:33:57.620127Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f62bd45-9570-44df-b202-6e200561d168 · outbound

This paper cites an unresolved cited work.

The (R)evolution of Scientific Workflows in the Agentic AI Era: Towards Autonomous Science Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-04T18:33:57.758827Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f6eda55-bc2f-495b-9815-56990a456094 · outbound

This paper cites an unresolved cited work.

The (R)evolution of Scientific Workflows in the Agentic AI Era: Towards Autonomous Science Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-04T18:33:57.948611Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 126a9746-0286-4d89-a100-54312f0fc89b · outbound

This paper cites an unresolved cited work.

The (R)evolution of Scientific Workflows in the Agentic AI Era: Towards Autonomous Science Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-04T18:33:58.151836Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff42b0e2-dc5b-414a-8ed5-f4e774b3dab3 · outbound

This paper cites Russell and Peter Norvig.

The (R)evolution of Scientific Workflows in the Agentic AI Era: Towards Autonomous Science Russell and Peter Norvig

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-04T18:33:58.302261Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3fc769f-09ac-4a76-ae06-8118864f9717 · outbound

This paper cites an unresolved cited work.

The (R)evolution of Scientific Workflows in the Agentic AI Era: Towards Autonomous Science Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-04T18:33:58.496353Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa628202-2d4b-4eb3-badb-778fd445f567 · outbound

This paper cites an unresolved cited work.

The (R)evolution of Scientific Workflows in the Agentic AI Era: Towards Autonomous Science Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-04T18:33:58.706820Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02bddf52-7146-4d57-86da-3ce33da90c75 · outbound

This paper cites Skluzacek, Alexandru Costan, Frédéric Suter, Marta Mattoso, and Rafael Ferreira Da Silva.

The (R)evolution of Scientific Workflows in the Agentic AI Era: Towards Autonomous Science Skluzacek, Alexandru Costan, Frédéric Suter, Marta Mattoso, and Rafael Ferreira Da Silva

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-04T18:33:58.865797Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb7eb910-76a8-4fd7-b638-a7117db8abd4 · outbound

This paper cites an unresolved cited work.

The (R)evolution of Scientific Workflows in the Agentic AI Era: Towards Autonomous Science Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-04T18:33:59.067736Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49040508-5265-46ef-94b2-780599f698b3 · outbound

This paper cites an unresolved cited work.

The (R)evolution of Scientific Workflows in the Agentic AI Era: Towards Autonomous Science Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-04T18:33:59.280328Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3cca32f-8ddc-4277-a67d-e0a528350fb8 · outbound

This paper cites Badia, Bartosz Balis, Kyle Chard, Iacopo Colonnelli, Ewa Deelman, Paolo Di Tommaso, Thomas Fahringer, Carole Goble, Shantenu Jha, Daniel S.

The (R)evolution of Scientific Workflows in the Agentic AI Era: Towards Autonomous Science Badia, Bartosz Balis, Kyle Chard, Iacopo Colonnelli, Ewa Deelman, Paolo Di Tommaso, Thomas Fahringer, Carole Goble, Shantenu Jha, Daniel S

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-04T18:33:59.442687Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96cfa6b0-9a9f-446f-838b-d1ebdd99e982 · outbound

This paper cites an unresolved cited work.

The (R)evolution of Scientific Workflows in the Agentic AI Era: Towards Autonomous Science Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-04T18:33:59.652858Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63a6a580-b6b3-4ce6-b010-e6b5fdc886f0 · outbound

This paper cites an unresolved cited work.

The (R)evolution of Scientific Workflows in the Agentic AI Era: Towards Autonomous Science Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-04T18:33:59.825951Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 659cb3db-207f-4cb4-94c1-68666f2f9a48 · outbound

This paper cites an unresolved cited work.

The (R)evolution of Scientific Workflows in the Agentic AI Era: Towards Autonomous Science Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-04T18:34:00.046149Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f2c14f1-d10d-48ba-942e-5c0053560e0e · outbound

This paper cites 2025.ChatGPT: Everything you need to know about the AI chat- bot.

The (R)evolution of Scientific Workflows in the Agentic AI Era: Towards Autonomous Science 2025.ChatGPT: Everything you need to know about the AI chat- bot

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-04T18:34:00.228035Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cc222f2b-7fc7-4d05-84b2-6e211392ad80 · outbound

This paper cites an unresolved cited work.

The (R)evolution of Scientific Workflows in the Agentic AI Era: Towards Autonomous Science Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-04T18:34:00.383896Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a2a8a2a-45e0-4b6a-a414-7e04fbf58b9b · outbound

This paper cites an unresolved cited work.

The (R)evolution of Scientific Workflows in the Agentic AI Era: Towards Autonomous Science Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-04T18:34:00.576633Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e85834d-5862-4941-a174-5176ca71ef9f · outbound

This paper cites an unresolved cited work.

The (R)evolution of Scientific Workflows in the Agentic AI Era: Towards Autonomous Science Unresolved cited work

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-04T18:34:00.740854Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17147778-9428-47f7-9133-7bd328674abf · outbound

This paper cites an unresolved cited work.

The (R)evolution of Scientific Workflows in the Agentic AI Era: Towards Autonomous Science Unresolved cited work

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-04T18:34:00.945026Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74907b4f-b49c-4220-9bf6-950bb04b75ed · outbound

This paper cites an unresolved cited work.

The (R)evolution of Scientific Workflows in the Agentic AI Era: Towards Autonomous Science Unresolved cited work

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-04T18:34:01.090095Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10fea7da-c7dc-47f1-9e35-ea05540485f6 · outbound

This paper cites an unresolved cited work.

The (R)evolution of Scientific Workflows in the Agentic AI Era: Towards Autonomous Science Unresolved cited work

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-04T18:34:01.249004Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9bfa971-f5a2-4920-98aa-a88602930624 · outbound

This paper cites an unresolved cited work.

The (R)evolution of Scientific Workflows in the Agentic AI Era: Towards Autonomous Science Unresolved cited work

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-04T18:34:01.380318Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a024574-29f0-42f1-9454-8c58f8cc5448 · outbound

This paper cites an unresolved cited work.

The (R)evolution of Scientific Workflows in the Agentic AI Era: Towards Autonomous Science Unresolved cited work

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-04T18:34:01.599181Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 8b23d7bb-1e97-4efd-b915-2f59c1dea6a0 · inbound

Long-range machine-learning potentials with environment-dependent charges enable predicting LO-TO splitting and dielectric constants cites this paper.

Long-range machine-learning potentials with environment-dependent charges enable predicting LO-TO splitting and dielectric constants The (R)evolution of Scientific Workflows in the Agentic AI Era: Towards Autonomous Science

Reference 41

Resolution: unresolved; no resolver link, observed 2026-07-15T13:53:02.803305Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe27f47f-b762-4ca7-8af1-475a25c0b8c5 · inbound

Rethinking Scientific Discovery in the Agentic Era cites this paper.

Rethinking Scientific Discovery in the Agentic Era The (R)evolution of Scientific Workflows in the Agentic AI Era: Towards Autonomous Science

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-11T23:26:06.516204Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.